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Explore audio source separation with AI in this under 1-hour program by Launchpad. Learn about DenseNets, their application in audio separation, and outperform state-of-the-art results.
Learn to modify a 2D GAN to be 3D-aware with minimal changes, using StyleGANv2, in less than an hour with Launchpad. Gain insights into generative multiplane images (GMPIs).
Dive into AI with Launchpad's UniFormer, a short program focusing on video understanding, transformer waste, and pose estimation.
Dive into AI with Launchpad's concise study on Generative Facial Prior GANs, exploring its design, limitations, and real-world applications in under an hour.
Dive into AI with Launchpad's concise guide to nnFormer, covering model architecture, data, results, and visual representation in under an hour.
Learn to work with multivariate time series data using a transformer-based framework in less than an hour with Launchpad.
Explore DF-GAN architecture and Text-to-Image synthesis with Launchpad in under an hour. Learn about Semantic Consistency, Training Parameters, and Evaluation Study.
Explore the theory and application of Deep Bayesian Bandits in personalized recommendations with Launchpad. Less than 1-hour workload.
Learn speech-to-lip generation with Launchpad's concise program. Understand the history, evaluation, and real-world applications in less than an hour.
Dive into semi-supervised learning with big self-supervised models in less than an hour with Launchpad. Explore methods, empirical results, and broader impacts.
Launchpad's short program teaches reinforcement learning for speech enhancement, focusing on robust speech recognition techniques.
Launchpad's short program teaches deep learning for symbolic mathematics, covering neural networks, dataset generation, sequence decoding, and evaluation.
Explore the landscape of deep ensembles with Launchpad in under an hour. Learn about function similarity, subspace sampling, and the effects of ensembling.
Dive into the origins and prevalence of texture bias in Convolutional Neural Networks with Launchpad. Understand its effects, influences, and how to manage it in under an hour.
Explore self-supervised language learning with ALBERT, a lite BERT model, in less than an hour with Launchpad. Delve into mask language models, sentence prediction, and more.
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